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CodeLlama 13B Fp16 by TheBloke

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  Autotrain compatible   Codegen   Codellama   Custom code   Endpoints compatible   Fp16   Llama   Llama2   Quantized   Region:us   Safetensors   Sharded   Tensorflow

CodeLlama 13B Fp16 Benchmarks

ARC: 40.87 vs 96.7 (so35)-57.7%
HellaSwag: 63.35 vs 95.3 (gpt4)-33.5%
MMLU: 32.81 vs 88.3 (so35)-62.8%
TruthfulQA: 43.79 vs 59 (gpt4)-25.8%
WinoGrande: 67.17 vs 87.5 (gpt4)-23.2%
GSM8K: 12.13 vs 96.4 (so35)-87.4%
LLME Score: 0.18551
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

CodeLlama 13B Fp16 Parameters and Internals

LLM NameCodeLlama 13B Fp16
Repository 🤗https://huggingface.co/TheBloke/CodeLlama-13B-fp16 
Base Model(s)  Typescript Instruct 20K V2   mhhmm/typescript-instruct-20k-v2
Model Size13b
Required VRAM26 GB
Updated2024-10-17
MaintainerTheBloke
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Quantization Typefp16
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typefloat16
CodeLlama 13B Fp16 (TheBloke/CodeLlama-13B-fp16)

Best Alternatives to CodeLlama 13B Fp16

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Context / RAM
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WhiteRabbitNeo 13B V116K / 26 GB1906388
CodeLlama 13B Python Fp1616K / 26 GB124425
CodeLlama 13B Instruct Fp1616K / 26 GB174829
Codellama 13B Bnb 4bit16K / 7.2 GB1581
...Llama 13B Instruct Hf 4bit MLX16K / 7.8 GB262
Trinity 13B16K / 26 GB615
...13B Instruct Nf4 Fp16 Upscaled16K / 26 GB5530
Trinity 13B 6.0bpw H6 EXL216K / 10 GB42
Trinity 13B 3.0bpw H6 EXL216K / 5.2 GB41
Trinity 13B 4.0bpw H6 EXL216K / 6.8 GB21
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-13B-fp16.

Rank the CodeLlama 13B Fp16 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v2024072803
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